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# vectordatabase

Vector databases are purpose-built databases that are specialized to tackle the problems that arise when managing vector embeddings in production scenarios.

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The Secret Engine Behind Semantic Search: Vector Databases

The Secret Engine Behind Semantic Search: Vector Databases

22
Comments
5 min read
Building a Vector Database from Scratch

Building a Vector Database from Scratch

4
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5 min read
Building a Semantic Search API with Spring Boot and pgvector - Part 2: Designing the PostgreSQL Schema

Building a Semantic Search API with Spring Boot and pgvector - Part 2: Designing the PostgreSQL Schema

1
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10 min read
From Documents to Answers: How RAG Works

From Documents to Answers: How RAG Works

1
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3 min read
Stop Reindexing: How We Built Real-Time Search Directly Into the Database using sochDB

Stop Reindexing: How We Built Real-Time Search Directly Into the Database using sochDB

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3 min read
How I Built a Lightning-Fast Local RAG with Cosdata and Ollama

How I Built a Lightning-Fast Local RAG with Cosdata and Ollama

1
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2 min read
Vector Search Metrics 🎯: Why Your "Distance" Might Be Wrong

Vector Search Metrics 🎯: Why Your "Distance" Might Be Wrong

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3 min read
A Guide to Embeddings and pgvector

A Guide to Embeddings and pgvector

22
Comments 5
7 min read
Designing A Smart Documentation Agent Using Weaviate

Designing A Smart Documentation Agent Using Weaviate

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5 min read
TxtAI got skills

TxtAI got skills

1
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4 min read
Building RAG & Knowledge Bases with seekdb: Three Paths, One Stack

Building RAG & Knowledge Bases with seekdb: Three Paths, One Stack

3
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4 min read
Vector Databases Explained: A Builder's Guide

Vector Databases Explained: A Builder's Guide

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7 min read
Decoding Embedding Models: Why Your RAG Is Only as Good as Your Vectors 🚀

Decoding Embedding Models: Why Your RAG Is Only as Good as Your Vectors 🚀

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Comments 2
2 min read
Get Started with seekdb_ Install, Deploy, and Run Your First Hybrid Search

Get Started with seekdb_ Install, Deploy, and Run Your First Hybrid Search

8
Comments 1
5 min read
Oracle Database 23ai: Creating Vectors and Understanding Distance Metrics for Similarity Search

Oracle Database 23ai: Creating Vectors and Understanding Distance Metrics for Similarity Search

2
Comments
8 min read
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